🏞 A content-based image retrieval (CBIR) system
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Updated
Jul 7, 2022 - Python
🏞 A content-based image retrieval (CBIR) system
Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search
[NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP)
Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
SHARP: Single-cell RNA-seq Hyper-fast and Accurate processing via ensemble Random Projection
This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.
A little lab of learning algorithms (in LUA). Less XAI, but better
Random Projection for deep Neural Networks parameters number reduction.
A comparison between some dimension reduction algorithms
Holds code for near-duplicate image parser using optimized image classifiers.
Applying many advanced unsupervised learning algorithms and techniques
Similarity Detection on Wikipedia Articles using MinHash and Random Projection implemented in Hadoop/Spark
[CVPR 2023] Adversarial Robustness via Random Projection Filters
Experiments with dimensionality reduction (physics-based, random projection, etc.)
Summer@ICERM 2020 - Random Projections
Shrike.jl: Fast approximate nearest neighbor search with random projection trees. (Benchmarks included)
Code demo to reproduce the experimental results of our NeurIPS 2022 paper "Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss"
Implement of paper "Unsupervised Outlier Detection using Random Subspace and Subsampling Ensembles of Dirichlet Process Mixtures"
Basic exploration of Higgs boson data
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